āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ) āϕ⧋āĻ°ā§āϏ

Backend API Development with Python: Level 2

Innovative Skills BD offers a comprehensive course AI based web development with Django covering Python basics, Software Development Life Cycle (SDLC), SQL, Django, Django Rest Framework (DRF), and FastAPI, along with practical projects. Additionally, Innovative Skills BD provides instruction on integrating an Artificial Intelligence (AI) module into a web application. The course, titled 'AI Based Web Development with Python,' equips participants with essent...

Duration: 4 Months Class Type: Live (Online) Batch: 1
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āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2025-09-20

āϞāĻžāχāĻ­ āĻ•ā§āϞāĻžāϏ

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āφāϏāύ āĻ–āĻžāϞāĻŋ

45

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āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ

Milestone 1 (Database Management System & SQL)
  • Introduction to DBMS
  • Relational Database Concepts
  • Primary Key & Foreign Key
  • Normalization
  • ER Diagram
  • SQL Basics
  • CREATE TABLE(INSERT. SELECT. UPDATE. DELETE. WHERE Clause. ORDER BY. GROUP BY. HAVING.JOINS (INNER. LEFT. RIGHT. FULL))
  • Subqueries
  • Indexes
  • Views
  • Transactions
  • ACID Properties
  • Constraints
  • PostgreSQL Setup
  • Connecting Database with Python
Milestone 2 (Django with REST API)
  • Introduction to Django
  • Project & App Structure
  • URL Routing
  • Views
  • Templates
  • Models
  • Migrations
  • Admin Panel
  • Static & Media Files
  • Form Handling
  • User Authentication
  • Class-Based Views
  • Custom User Model
  • Django Signals
  • Introduction to DRF
  • Serializer
  • ModelSerializer
  • APIView
  • GenericAPIView
  • ViewSet
  • Router
  • Request & Response
  • CRUD Operations
  • Authentication & Permissions
  • JWT Authentication
  • Pagination
  • Filtering & Searching
  • Throttling
  • Versioning
  • Caching
  • File Upload API
  • Nested Serializer
  • DRF with PostgreSQL
  • API Testing with Postman & Swagger
Milestone 3 (FAST API)
  • Introduction to FastAPI
  • Installation & Project Structure
  • Path Parameters & Query Parameters
  • Request Body & Pydantic Models
  • Data Validation
  • CRUD Operations
  • Dependency Injection
  • Response Models
  • Handling Errors & Exceptions
  • Authentication & Authorization
  • JWT Token Implementation
  • FastAPI with PostgreSQL
  • Async & Await Basics
  • Using SQLAlchemy with FastAPI
  • File Upload & Download
  • Background Tasks
  • Middleware
  • FastAPI with Frontend (CORS)
  • Testing with Pytest
  • Automatic Docs (Swagger & ReDoc)
Milestone 4 (AI Integration)
  • How to Integrate 3rd Party AI Based API
Milestone 5 (Projects)
  • Customer Relationship Management Project
  • Exam Management System
Milestone 6 (AI + Backend + Deployment)
  • Exam – WritteIntroduction to Model Deployment
  • Saving & Loading Models (Pickle/Joblib)
  • Model Inference Script
  • Creating REST API with FastAPI/DRF
  • Docker Basics for AI Projects
  • Dockerizing ML/DL Applications
  • Creating Dockerfile & .dockerignore
  • Testing Locally with Docker
  • Introduction to Cloud Deployment
  • Environment Setup on EC2
  • Serving Models with Gunicorn & Nginx
  • Setting up HTTPS with SSL
  • Postman & Swagger for API Testing
  • Model Versioning
  • Monitoring & Logging
  • CI/CD Basics for AI Projectsn
  • Exam – Viva

Salman Md Sultan

Education

  • ,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

Project/Research

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Tasfiq Kamran

Aminul Mahi

Shaiful Islam

MD Asadullah Shibli

Obaydullah Hasib

Nirban Mitra Joy

Md Maniruzzaman Manir

Md Anower Hossain

Mehedi Azad

Alomghir Hossain

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āϞāĻžāχāĻ­ āĻŦā§āϝāĻžāϚ â€ĸ āϏ⧀āĻŽāĻŋāϤ āϏāĻŋāϟ

  • ⏱ Duration4 Months
  • đŸĒ‘ Available Seats45
  • 📡 Class Type āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ)
  • 🔓 AccessLifetime

Priceā§ŗ 6500

Discount Priceā§ŗ 4030

āĻŦā§āϝāĻžāĻšā§‡ āĻ­āĻ°ā§āϤāĻŋ āĻšā§‹āύ

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Course Instructor

Salman Md Sultan

Salman Md Sultan

CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

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Backend API Development with Python: Level 2 āύāĻŋā§Ÿā§‡ āφāĻĒāύāĻžāϰ āϜāĻ¨ā§āϝ āϕ⧋āύ learning path best āĻšāĻŦ⧇, āϏ⧇āϟāĻž āĻŦ⧁āĻāϤ⧇ āφāĻŽāĻžāĻĻ⧇āϰ team āφāĻĒāύāĻžāϕ⧇ call back āĻ•āϰāĻŦ⧇āĨ¤

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Ashraf Ali

SQA Engineer

Ashraf Ali

Jannatul Ferdous Maisha

UX/UI designer

Jannatul Ferdous Maisha

K M Zawad BIn Rahman

Sales Analyst

K M Zawad BIn Rahman

Nirban Mitra Joy

Software Developer

Nirban Mitra Joy

Md. Nobir Hasan

Software Developer

Md. Nobir Hasan

Mostakim Alvi

AI Engineer

Mostakim Alvi

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Job placement support

āĻ“ā§Ÿā§‡āĻŦāĻŋāύāĻžāϰ āĻ“ āĻĄā§‡āĻŽā§‹ āĻ•ā§āϞāĻžāϏ

āϰāĻŋāĻ­āĻŋāω

Tasfiq Kamran
Tasfiq Kamran
(5.0) 1 year ago

A very friendly teaching platform with up to date topics and industry experts. Learning here is a great experience.

Obaydullah Hasib
Obaydullah Hasib
(5.0) 1 year ago

Enrolling in the "Python Development with Django" course at ISBD has been a transformative experience. Salman Vai, our instructor, is so supportive, he treats me like a brother. His teaching style is exceptional, breaking down complex concepts with clarity and enthusiasm. The detailed course structure ensures a comprehensive understanding. If you're seeking a top-notch educational destination, ISBD is the place to be. I recommend it for anyone looking to upskill and looking for a very good learning environment.

Shaiful Islam
Shaiful Islam
(5.0) 1 year ago

Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert insights made complex topics feel approachable, igniting a passion in me I never knew I had. If you're on the fence about where to start, trust me, this is the place. Dive in, and let them be the compass to your future.

Siraj Us Salekin
Siraj Us Salekin
(5.0) 1 year ago

Innovative Skills BD provided an excellent foundation for my journey into Machine Learning and Deep Learning. The NLP course, led by the phenomenal instructor Salman Bhai, was instrumental in teaching practical NLP model building and fostering a clear understanding of NLP classification, chatbots, and recommendation systems. However, it's important to note that this course is best suited for those with some programming experience. While highly valuable, it may be challenging for complete beginners. Ideal participants include recent university graduates or programmers seeking practical NLP knowledge. Salman Bhai's skillful guidance sets you on the right path. Those with strong self-study skills or a genuine desire to expand their NLP knowledge will find this course to be an excellent fit. Salman Bhai and his team were incredibly supportive throughout the program. Their dedication to continuous workshops and industry knowledge sharing significantly enhanced the learning experience. Overall Rating: 4.5 out of 5 stars A minor suggestion for improvement: While the course is fantastic, full beginner-friendliness with comprehensive code explanations for those entirely new to implementation would elevate it to a perfect score. However, for the hard-working student, this knowledge gap can be readily addressed through additional self-study using documentation or online resources. Ultimately, even the challenges encountered are part of the rewarding learning process. Thank you once again to Salman Bhai and his team!

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